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Titlebook: Computer Vision in Advanced Control Systems-5; Advanced Decisions i Margarita N. Favorskaya,Lakhmi C. Jain Book 2020 Springer Nature Switze

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书目名称Computer Vision in Advanced Control Systems-5
副标题Advanced Decisions i
编辑Margarita N. Favorskaya,Lakhmi C. Jain
视频video
概述Includes recent research directions using intelligent paradigms for morphological vision systems, video sequence stabilization and data fusion in visual analysis.Addresses computer vision methodologie
丛书名称Intelligent Systems Reference Library
图书封面Titlebook: Computer Vision in Advanced Control Systems-5; Advanced Decisions i Margarita N. Favorskaya,Lakhmi C. Jain Book 2020 Springer Nature Switze
描述.This book applies novel theories to improve algorithms in complex data analysis in various fields, including object detection, remote sensing, data transmission, data fusion, gesture recognition, and medical image processing and analysis..It is intended for Ph.D. students, academics, researchers, and software developers working in the areas of digital video processing and computer vision technologies... . .
出版日期Book 2020
关键词Computer Vision; Intelligent Control Systems; Mobile Robots; Surveillance; Morphological Processing; Vide
版次1
doihttps://doi.org/10.1007/978-3-030-33795-7
isbn_softcover978-3-030-33797-1
isbn_ebook978-3-030-33795-7Series ISSN 1868-4394 Series E-ISSN 1868-4408
issn_series 1868-4394
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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Image Representation and Processing Using Autoregressive Random Fields with Multiple Roots of Characdom Fields (RF) generated by AutoRegressive (AR) models with multiple roots of characteristic equations for describing images with a smooth change in brightness. Results of the study of the proposed models probabilistic properties are presented. The results obtained for Random Sequences (RS) are gen
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Authentication and Copyright Protection of Videos Under Transmitting Specifications a detailed overview of the transmitting specifications of video content, such as H.264/AVC, H.264/SVC, and H.265/HEVC in the sense of a watermarking scheme. Possible attacks against video sequence or single frames are classified as the intentional or accidental attacks. We study a selection of the
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Vision-Based Assistive Systems for Deaf and Hearing Impaired Peopleons. Successful efforts in computer vision-based research within the last years paved the path for first automatic sign language recognition systems. However, unresolved challenges, such as cultural differences in the sign languages of the world, lack of the representative databases for model traini
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Methods of Endoscopic Images Enhancement and Analysis in CDSS of tasks in CDSS development are described: medical images quality improvement, synthesis of images with increased diagnostic value, and medical images automatic analysis for differential diagnostics. For the first group, the review and analysis of noise reduction methods are presented. The new sta
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Histological Images Segmentation by Convolutional Neural Network with Morphological Post-filtrationk. As a means of additional processing, the use of morphological filtration is proposed. The training and testing of the algorithm was carried out on NVIDIA DGX-1 supercomputer using a histological image dataset with automatically generated markup. In the course of studies, the values of such metric
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